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[D] Any class recommendation for a student?

Hi, I am currently a master student at GaTech. I was a game developer after I graduate from Pitt in Computer engineering. I am completely new to this realm. So, could you guys recommend some classes? There are just too many of them. And I only have eight classes left to finish.

Here is the course list. Classes that are in bold text are what I selected.

Algorithm(Pick one or more):

  • Computability, Algorithms, and Complexity
  • Computational Complexity Theory
  • Design and Analysis of Algorithms
  • Graph Algorithms
  • Approximation Algorithms
  • Randomized Algorithms
  • Computational Science and Engineering Algorithms

Core(Pick one or more):

  • Machine Learning
  • Computational Data Analysis: Learning, Mining, and Computation

Elective(Pick three or more):

  • Big Data Systems & Analysis
  • Computer Vision
  • Markov Chain Monte Carlo
  • Spectral Algorithms
  • Machine Learning Theory
  • Pattern Recognition
  • Behavioral Imaging
  • Deep Learning
  • Machine Learning for Trading
  • Natural Language
  • Web Search and Text Mining
  • Data and Visual Analytics
  • Computational Statistics
  • Bayesian Methods
  • Stochastic Optimization

Special Topics(Pick Less than four):

  • Interactive Robot Learning
  • ML with Limited Supervision
  • Math Foundations Mach Learning

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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.